Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-10 1.482192 1.857827 2.365292 3.133203 4.332111 6.272593 10.038512
2025-08-17 1.049878 1.454481 2.100276 3.324227 5.973975 13.070215 49.276859
2025-08-24 0.816655 1.195724 1.862372 3.324550 7.388915 25.571890 1059.189204
2025-08-31 0.663798 1.004582 1.640832 3.177997 8.330641 46.856654 NaN
2025-09-07 0.586877 0.918627 1.577985 3.351337 10.861877 157.981736 NaN
2025-09-14 0.519559 0.832202 1.481322 3.370731 13.091454 932.116113 NaN
2025-09-21 0.460767 0.749357 1.366372 3.264209 14.605351 349823.103009 NaN
2025-09-28 0.416923 0.687722 1.282902 3.214336 16.740313 NaN NaN
2025-10-05 0.399479 0.675665 1.313591 3.603204 26.204600 NaN NaN
2025-10-12 0.377161 0.649316 1.300822 3.824727 37.892523 NaN NaN
2025-10-19 0.350398 0.609276 1.241740 3.804632 46.641276 NaN NaN
2025-10-26 0.323235 0.564895 1.161466 3.636300 50.386105 NaN NaN
2025-11-02 0.305967 0.541042 1.135685 3.745300 72.464964 NaN NaN
2025-11-09 0.293225 0.525793 1.131583 3.983014 130.339768 NaN NaN
2025-11-16 0.276816 0.500067 1.090810 3.981520 188.763773 NaN NaN
2025-11-23 0.258674 0.468410 1.026219 3.790751 206.534772 NaN NaN
2025-11-30 0.249860 0.457698 1.024310 4.016077 534.594184 NaN NaN
2025-12-07 0.238511 0.439711 0.995866 4.041379 1177.833079 NaN NaN
2025-12-14 0.225779 0.417230 0.949175 3.902591 1694.552425 NaN NaN
2025-12-21 0.215267 0.399260 0.914573 3.837811 3833.431742 NaN NaN
2025-12-28 0.213033 0.401243 0.946523 4.346250 NaN NaN NaN
2026-01-04 0.207830 0.395298 0.950414 4.639250 NaN NaN NaN
2026-01-11 0.199681 0.381178 0.923018 4.612572 NaN NaN NaN